Multiple Linear Regression - Estimated Regression Equation
werkloosheid[t] = + 546.777777777778 + 10.4222222222222X[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)546.7777777777786.12557889.261400
X10.42222222222229.5684581.08920.2804830.140241


Multiple Linear Regression - Regression Statistics
Multiple R0.140400649383238
R-squared0.0197123423472349
Adjusted R-squared0.00309729730227293
F-TEST (value)1.18641522149902
F-TEST (DF numerator)1
F-TEST (DF denominator)59
p-value0.280482906615092
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation36.7534668541673
Sum Squared Residuals79698.2222222222


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1595546.77777777777848.2222222222221
2597546.77777777777850.2222222222222
3593546.77777777777846.2222222222222
4590546.77777777777843.2222222222222
5580546.77777777777833.2222222222222
6574546.77777777777827.2222222222222
7573546.77777777777826.2222222222222
8573546.77777777777826.2222222222222
9620546.77777777777873.2222222222222
10626546.77777777777879.2222222222222
11620546.77777777777873.2222222222222
12588546.77777777777841.2222222222222
13566546.77777777777819.2222222222222
14557546.77777777777810.2222222222222
15561546.77777777777814.2222222222222
16549546.7777777777782.22222222222223
17532546.777777777778-14.7777777777778
18526546.777777777778-20.7777777777778
19511546.777777777778-35.7777777777778
20499546.777777777778-47.7777777777778
21555546.7777777777788.22222222222223
22565546.77777777777818.2222222222222
23542546.777777777778-4.77777777777777
24527546.777777777778-19.7777777777778
25510546.777777777778-36.7777777777778
26514546.777777777778-32.7777777777778
27517546.777777777778-29.7777777777778
28508546.777777777778-38.7777777777778
29493546.777777777778-53.7777777777778
30490546.777777777778-56.7777777777778
31469546.777777777778-77.7777777777778
32478546.777777777778-68.7777777777778
33528546.777777777778-18.7777777777778
34534546.777777777778-12.7777777777778
35518546.777777777778-28.7777777777778
36506546.777777777778-40.7777777777778
37502557.2-55.2
38516557.2-41.2
39528557.2-29.2
40533557.2-24.2
41536557.2-21.2
42537557.2-20.2
43524557.2-33.2
44536557.2-21.2
45587557.229.8
46597557.239.8
47581557.223.8
48564557.26.8
49558557.20.8
50575557.217.8
51580557.222.8
52575557.217.8
53563557.25.8
54552557.2-5.2
55537557.2-20.2
56545557.2-12.2
57601557.243.8
58604557.246.8
59586557.228.8
60564557.26.8
61549557.2-8.2


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
50.01365722793190220.02731445586380440.986342772068098
60.01267850134867810.02535700269735620.987321498651322
70.007840336866342690.01568067373268540.992159663133657
80.004025431904925430.008050863809850850.995974568095075
90.02588256556375770.05176513112751530.974117434436242
100.08689506742046580.1737901348409320.913104932579534
110.1493007164237150.298601432847430.850699283576285
120.1316220589840330.2632441179680670.868377941015967
130.1637336566022310.3274673132044610.83626634339777
140.2314538747947980.4629077495895960.768546125205202
150.2716577000137770.5433154000275530.728342299986223
160.3629851295569740.7259702591139480.637014870443026
170.5416287872191320.9167424255617360.458371212780868
180.6879490767370730.6241018465258530.312050923262927
190.8360071080859270.3279857838281460.163992891914073
200.9318476557933920.1363046884132160.0681523442066082
210.9295060801146840.1409878397706310.0704939198853155
220.9420083656425930.1159832687148150.0579916343574073
230.943825550738140.1123488985237190.0561744492618594
240.9475846567355920.1048306865288170.0524153432644084
250.9585216367397440.08295672652051110.0414783632602556
260.9616010281904520.07679794361909650.0383989718095483
270.961179762508540.07764047498291940.0388202374914597
280.9626456711325840.07470865773483170.0373543288674158
290.9705715835868150.05885683282637030.0294284164131852
300.9763426376538430.04731472469231370.0236573623461569
310.9907106178486550.01857876430269050.00928938215134523
320.995199162261260.009601675477479340.00480083773873967
330.9922485824921780.01550283501564390.00775141750782196
340.9885228841183540.02295423176329160.0114771158816458
350.9831011516942140.03379769661157260.0168988483057863
360.9767018738560620.04659625228787540.0232981261439377
370.987061568370180.02587686325964130.0129384316298206
380.9903041827156060.01939163456878790.00969581728439397
390.9903015098236660.01939698035266860.0096984901763343
400.989397682891110.02120463421778120.0106023171088906
410.988003984025770.02399203194845920.0119960159742296
420.9867615935154140.02647681296917180.0132384064845859
430.992822507479090.01435498504182130.00717749252091063
440.99441362885350.01117274229299940.00558637114649971
450.9929586639685560.01408267206288820.00704133603144411
460.9940724778072190.01185504438556230.00592752219278114
470.9902974753168160.01940504936636770.00970252468318386
480.981214007955210.03757198408957960.0187859920447898
490.9669354313179260.06612913736414720.0330645686820736
500.9422191744290120.1155616511419760.0577808255709878
510.9084931887667960.1830136224664080.0915068112332042
520.8514128028528640.2971743942942710.148587197147136
530.7623420062507430.4753159874985150.237657993749257
540.6672958071059230.6654083857881540.332704192894077
550.665775047879520.6684499042409590.33422495212048
560.6491533723587580.7016932552824850.350846627641242


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level20.0384615384615385NOK
5% type I error level230.442307692307692NOK
10% type I error level300.576923076923077NOK